Balance Analysis of Peripheral Neuropathy in Type 2 Diabetes Mellitus Based on Logistic Regression Equation

Abstract

This paper analyzes the factors of peripheral neuropathy in type 2 diabetes mellitus and puts forward a balanced analysis of peripheral neuropathy in type 2 diabetes mellitus based on logistic regression equation. A total of 1192 eligible patients were selected as the study subjects. All selected patients underwent 75 g oral glucose tolerance test to measure fasting blood glucose and insulin and 2-hour postprandial blood glucose and 2-hour postprandial insulin, as well as neuroelectrophysiological examination. The results showed that the OR values of age, course of disease, fingertip blood glucose immediately after admission, and 2-hour blood glucose were greater than 1, and the P values were all less than 0.05, which were the risk factors of diabetic peripheral neuropathy. OR value of β cell function index (HBCI) is less than 1. P is less than 0.05, and it is a protective factor of diabetic peripheral neuropathy. Laboratory indicators are as follows: 75 g OGTT: 0-hour blood glucose, 2-hour blood glucose, and glycosylated hemoglobin; serum creatinine; glutamate transaminase; fibrinogen; ten items of hemoglobin; and indexes reflecting islet function: islet β is thin, and there are significant differences in cell function index, insulin resistance index, and insulin secretion index between the non-DPN group and DPN group. Age, course of disease, fingertip blood glucose immediately after admission, and blood glucose within 2 hours after admission were the risk factors for diabetic peripheral neuropathy. Islet β cell function index (HBCI) is a protective factor of diabetic peripheral neuropathy.

Compound Qiying Granules alleviates diabetic peripheral neuropathy by inhibiting endoplasmic reticulum stress and apoptosis

“…In recent years, TCM has played an increasingly important role in the treatment of complex pathogenesis and symptoms such as DPN (Mai et al 2021 ). Effectively controlling early hyperglycemia in DPN can regenerate dysfunctional nerve fibers (Zhang et al 2022b ). Here, we established DPN model rats to further explore that the treatment of CQYG improved the morphology of nerve fiber myelin as well as the level of oxidative stress.…”

Physiological Factors Affecting Diabetes in Women using Binary Logit Regression Model

“…Then they provide a basis for controlling the diabetes epidemic and reducing the risk of death, suggesting that government should strengthen early intervention to control the diabetes epidemic. Zhang used decision tree CHAID model and logistic regression model to analyze the influencing elements of patients' life quality who have type 2 diabetes [7], to understand the current situation of the quality of life of patients with type 2 diabetes, and then drew the conclusion that type 2 diabetes The quality of life of diabetic patients needs to be improved, and the disease has a greater impact on the psychological function of patients. Chen discussed the relationship between diabetes epidemiological investigation and cancer risk, using logistic regression to analysis the relationship between diabetes and tumors [8].…”

Retracted: Balance Analysis of Peripheral Neuropathy in Type 2 Diabetes Mellitus Based on Logistic Regression Equation

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This article has been retracted by Hindawi, as publisher, following an investigation undertaken by the publisher [1]. This investigation has uncovered evidence of systematic manipulation of the publication and peer-review process.

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